AI Visibility Scorecard
Numerator
numerator.com · Technology
Well-positioned for AI search. Its weakest signals, Reference Presence, Community and Social Mentions, are where Numerator still has room to grow.
AI engines read this profile 14 times
ChatGPT · Claude · Amazon Alexa · Apple Intelligence
Top 1% in Technology for AI visibility
99
AI Naming Predictability
iAI names companies like this often · 99/100
Technology average 28
Top 1% of Technology
See what's behind this score →8.67
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
Technology average 17
See what's behind this score →8
About Numerator
from our crawl and measurement
Numerator is a Chicago, IL business whose own site puts it this way: "Numerator is a data company transforming how consumers and markets are understood. Powered by advanced technology and proprietary, zero-party purchase and survey data from more than one." Measured against the on-page and off-page signals AI engines rely on, it scores 8.67 out of 10, a strong showing.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile 14 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and AmazonBot (Alexa AI).
- Company ·
- Numerator
- Website ·
- numerator.com
- Industry ·
- Technology
- Location ·
- Chicago, IL
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 8, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
-
Not yet measured.
News & Press
Good
Press and news coverage.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 8.67/10, Numerator is well placed; the signals above show what is left to gain.
Is this your brand?
The exact fixes for Numerator
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/numerator
Cite this score: Engagemii (2026). "AEO Score for Numerator." Retrieved from https://engagemii.com/aeo/brands/numerator
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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